Ta
r
g
e
t
:
J
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m
e
s
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o
n
d
SWS3001 GR
OUP 10
PRO
JE
CT
-
ID:24
Ta
b
l
e
o
f
c
o
n
t
e
n
t
s
1.
Intr
oduction
2.
Body(implement)
3.
Analysis
4.
Surprise: wha
t we don’t know w
e don’t know
In
tr
od
uc
e
o
ur
se
lv
e
s
Chen Ruiwu
•
UES
T
C
•
Gr
ade 2
Chen Y
if
an
•
SCU
•
Gr
ade 3
F
eng Lik
ai
•
XJTU
•
Gr
ade 3
Y
e Xiangyu
•
HUST
•
Gr
ade 2
Wo
r
k
a
l
l
o
c
a
t
i
o
n
N
a
m
e
S
t
a
g
e
1
S
t
a
g
e
2
Chen Ruiwu
Coding: CD algorithm
Cont
ent writing
Chen Y
if
an
Gather da
taset,
tes
ting,
analysis
P
ost
er design
Feng
Likai
Coding: CD algorithm
Cont
ent writing
Y
e Xiangyu
Gather d
atase
t, t
esting,
analysis
P
ost
er design
In
tr
od
uc
tio
n
Dat
aset
Actor
Y
ear
Film
Salary$(millions)
Sean Connery
1962
Dr
. No
0.1
1963
From
Russia with Love
0.3
1964
Goldfinger
0.5
1965
Thunderball
0.8
1967
Y
ou Only Live T
wice
0.8 + 25% ne
t merchandise ro
yalty
1971
Diamonds Are F
orever
1.2 + 12.5% of gr
os
s
1983
Never Sa
y Never Again
(Non-Eon film)
3.0 + unknown % of
profits
George Laz
enby
1969
On Her Majesty's Secr
et Service
0.1
R
oger Moore
1973
Live and Let Die
0.18
1974
The Man with the Golden Gun
0.24 + 2.5%
1977
The Spy Who Loved
Me
0.3 + 3.75%
1979
Moonrak
er
Unknown
1981
For Y
our Ey
es Only
Unknown
1983
Octopu
ssy
4
1985
A View to a Kill
5
Timoth
y Dalton
1987
The Living Daylights
3
1989
Licence to Kill
5
Pierc
e Brosnan
1995
GoldenE
ye
4
1997
T
omorrow Ne
ver Dies
8.2
1999
The W
orld Is Not Enough
12.4
2002
Die Another Day
16.5
Daniel Craig
2006
Casino Roy
ale
3.4
2008
Quantum of Solace
8.9
2012
Skyfall
17
2015
Spectr
e
39
Analy
sis evidence
e
x
am
ple:
About algorithm
Dissimilarity
matrix
Siamese
netw
ork
CNN
Community
detection
SL,CL
,AL
GN
MCL
Implemen
t
Dat
a Set
Siamese Network
Set Threshold
Community Detection
Visualiza
tion the result
INPUT
OUTPUT
Use Gephi
Analy
si
s
1.
W
e optimiz
e the community with “
don’t know/know
”
2.
Community
finding
Wha
t we kno
w tha
t we know
1
•
6 act
or
s and their leading movies.
2
•
Geor
ge Laz
enby only t
ak
e part in one.
3
•
Pier
ce Br
osnan
and Daniel Craig ar
e well-known.
5
p
o
i
n
t
s
w
i
t
h
4
a
c
t
o
r
s
3
p
o
i
n
t
s w
i
t
h
3
a
c
t
o
r
s
3
p
o
i
n
t
s
w
i
t
h
2
a
c
t
o
r
s
5
p
o
i
n
t
s
w
i
t
h
3
a
c
t
o
r
s
S
i
n
g
l
e
L
i
n
k
a
g
e
a
l
g
o
r
i
t
h
m
:
W
e
c
a
n
n
o
t
s
e
e
p
a
t
t
e
r
n
s
;
S
o
l
u
t
i
o
n
——
u
s
i
n
g
A
v
e
r
a
g
e
L
i
n
k
a
g
e
A
v
e
r
a
g
e
L
i
n
k
a
g
e
a
l
g
o
r
i
t
h
m
:
T
h
i
s
i
s b
e
t
t
e
r
t
h
a
n
S
L
,
b
u
t
s
t
i
l
l
c
a
n
n
o
t
s
e
e
m
u
c
h
p
a
t
t
e
r
n
s
S
o
l
u
t
i
o
n
——
u
s
i
n
g
A
v
e
r
a
g
e
L
i
n
k
a
g
e
5
p
o
i
n
t
s
w
i
t
h
4
a
c
t
o
r
s
6
p
o
i
n
t
s
w
i
t
h
3
a
c
t
o
r
s
B
e
g
i
n
c
l
u
s
t
e
r
i
n
g
B
e
g
i
n
c
l
u
s
t
e
r
i
n
g
G
e
o
rg
e
i
s
n
o
t
s
e
p
a
r
a
t
e
.
T
h
e
y
a
r
e
s
u
pp
o
s
e
d
t
o
b
e
t
o
g
e
t
h
e
r
.
Re
a
so
n
:
t
h
e
n
u
m
b
e
r
o
f
T
h
r
e
s
h
o
l
d
m
a
y
b
e
t
o
o s
m
a
l
l
.
C
o
m
p
l
e
t
e
L
i
n
k
a
g
e
a
l
g
o
r
i
t
h
m
:
S
o
m
e
o
bv
i
o
u
s
c
l
u
s
t
e
r
s
e
m
e
rg
e
d
;
b
u
t
t
h
e
t
h
e
r
s
h
o
l
d
w
e
r
e
n
o
t
s
u
i
t
a
b
l
e
.
S
o
l
u
t
i
o
n
——
r
e
s
e
t
t
h
e
n
u
m
b
e
r
i
n
t
e
r
m
s
o
f
h
i
s
t
o
g
r
a
m
.
Ro
g
e
r
M
oo
r
e
G
e
o
rg
e
f
i
n
a
l
l
y
i
s s
e
p
a
r
a
t
e
.
T
h
e
i
r
o
n
t
r
i
a
n
g
l
e
C
o
m
p
l
e
t
e
L
i
n
k
a
g
e
a
l
g
o
r
i
t
h
m
(
h
i
g
h
t
h
r
e
s
h
o
l
d
v
e
r
s
i
o
n
):
W
e
h
a
v
e
p
l
e
n
t
y
o
f
r
e
s
u
l
t
s
t
o
a
n
a
l
y
z
e
.
M
C
L
a
l
g
o
r
i
t
h
m
:
S
o
m
e
s
a
m
e
r
e
s
u
l
t
s
a
s
C
L
,
b
u
t
t
h
e
r
e
a
r
e
s
o
m
e
d
i
f
f
e
r
e
n
c
e
s
.
Wha
t w
e kno
w t
ha
t
we
don’t
kno
w
W
e h
av
e analyz
ed why his is successful
Rank:
THE MOST INFLUENCIAL
THE MOST UNIQUE
CLASSIC
THE MOST HANDSOME EVER
2.
V
ogue r
ole imag
e leading to f
ailu
r
e: high
va
l
u
e
d
i
sta
n
c
e
Timoth
y Dalton
George Laz
en
by
Wha
t
we
d
o
n
’
t
know
tha
t w
e
don’t kno
w
1.
Wha
t happened
t
o Daniel Cr
aig?
Get
ting
older
--
wrinkl
e,
Mous
t
ache and less hair
40 year
s
old
Quantum of
Solace
44 year
s
old
Skyfall
47 year
s
old
Spectre
36 year
s old
Casino Ro
yale
James
Bond’
s
role in r
ecent year
s is set to gr
ow old
Actor Daniel Cr
aig is getting older
---
The 25
th
007 film will be his final
And…we ar
e surprised
to
find that
Daniel Cr
aig real
iz
ed this trend and trie
d to s
top
it by….
receiv
ed
plastic surgery
.
2.Sean Connery made
attem
p
t
s,
and his
perf
ormance i
nfluenced his successor
s.
3
.T
h
e
char
acter cr
eat
ed by
thr
ee popular
act
or
s
has a high degr
ee of
similarity
.
R
oger Moore
Daniel Craig
Pierc
e Brosnan
Ov
er
all
High degree
of similarity
What
we
f
ai
l
a
n
d
wh
at
we l
e
a
r
n